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Log Analysis reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

Best Log Analysis Software

Log analysis software helps enable the documentation of application log files for records and analytics. This type of software provides tools to increase the collection of logs as well as centralized databases for storing data. Furthermore, log analysis tools include analytics components such as prebuilt dashboards to identify the cause and impact of events, while also offering the ability to query the logs to discover actionable data. Monitoring features also form a large component of log analysis; these features, sometimes powered by machine learning, help detect, predict, and prevent future anomalies. Companies use this data to better understand performance failures, remediate them, and learn how to prevent them in the future, with a goal of improved application performance and reliability.

Some application performance monitoring (APM) software, container management software, and enterprise monitoring software offer log analytics features, but typically do not focus on log management specifically. Business users looking to analyze log data in real time can leverage stream analytics software and analyze data transferred among a whole range of internet of things (IoT) endpoints and devices, including smart cars, machinery, or home appliances.

To qualify for inclusion in the Log Analysis category, a product must:

Document operations and authentication events
Assist in mapping, tagging, and classifying logs
Store logs in a centralized location
Provide analytics features, such as dashboards, to identify causation and event prediction
Allow the user to search and filter logs

Top 10 Log Analysis Software

  • Splunk Enterprise
  • Dynatrace
  • Datadog
  • Sumo Logic
  • Logz.io
  • Graylog
  • LogDNA
  • LogicMonitor
  • Scalyr
  • Google Cloud Logging

Compare Log Analysis Software

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
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(275)4.2 out of 5

Splunk is a software platform for machine data that enables customers to gain real-time Operational Intelligence.

(973)4.5 out of 5
Optimized for quick response

Dynatrace provides software intelligence to simplify cloud complexity and accelerate digital transformation. With automatic and intelligent observability at scale, our all-in-one platform delivers precise answers about the performance of applications, the underlying infrastructure and the experience of all users to enable organizations to innovate faster, collaborate more efficiently, and deliver more value with dramatically less effort. That’s why many of the world’s largest enterprises trust D

(213)4.2 out of 5
Entry Level Price:$0 Per host, per month

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration,

(239)4.3 out of 5
Optimized for quick response
Entry Level Price:Free

Sumo Logic is the pioneer of continuous intelligence, a new category of software, which enables organizations of all sizes to address the data challenges and opportunities presented by digital transformation, modern applications and cloud computing. The Sumo Logic Continuous Intelligence Platform™ automates the collection, ingestion and analysis of application, infrastructure, security and IoT data to derive actionable insights within seconds. More than 2,000 customers around the world rely on S

(110)4.6 out of 5
Optimized for quick response

Logz.io is a cloud observability platform for modern engineering teams. The Logz.io platform consists of three products—Log Management, Infrastructure Monitoring, and Cloud SIEM — that work together to unify the jobs of monitoring, troubleshooting, and security. We empower engineers to deliver better software by offering the world's most popular open source observability tools— the ELK Stack, Grafana, and Jaeger—in a single, easy to use, and powerful platform purpose-built for monitoring distrib

(112)4.4 out of 5
Optimized for quick response

Graylog is a leading centralized log management solution built to open standards for capturing, storing, and enabling real-time analysis of terabytes of machine data. Tens-of-thousands of IT professionals rely on Graylog’s scalability, comprehensive access to complete data, and exceptional user experience to solve security, compliance, operational, and DevOps issues every day. Purpose-built for modern log analytics, Graylog removes complexity from data exploration, compliance audits, and threa

(110)4.4 out of 5
Optimized for quick response
Entry Level Price:Free

LogDNA is a centralized log management solution that empowers DevOps teams with the tools that they need to develop and debug their applications with ease. LogDNA’s innovative features put users in control of their data, allowing them to gain valuable insights from their logs.

(334)4.5 out of 5
Optimized for quick response

Monitoring is an essential tool that can unlock new pathways to growth. At LogicMonitor, we expand what’s possible for businesses by advancing the technology behind them. We seamlessly monitor infrastructures, empowering companies to focus less on problem solving and more on evolution. We turn on a complete view in minutes, turn the dial from maintenance to innovation and turn the corner from sight to vision. Join us in shaping the information revolution. Specialties: network monitoring, serve

(42)4.6 out of 5

Built for engineers by engineers, Scalyr is log management so fast you actually use it. Unlike traditional logging tools, only Scalyr is architected for revenue-generating software whose creators need to go fast, keep things simple, and empower their teams. Scalyr's rapidly-growing customer base includes NBC Universal, Business Insider, and Flexport.

(19)4.3 out of 5

For applications running on Google Cloud Platform and Amazon Web Services.

(13)3.9 out of 5

It’s the only Elasticsearch as a Service offering available on Amazon Web Services (AWS) powered by the creators of Elasticsearch, Logstash, Kibana, and Beats.

(75)4.6 out of 5

Instana is Delivering the Future of APM Today As companies embrace CI/CD, DevOps and Agile methodologies, traditional monitoring falls further and further behind, unable to keep up with the complexity and scale of dynamic application environments. Software-defined businesses require solutions to protect them from outages and bad user experiences – which is exactly what we deliver to our customers across the globe. APM enables software teams to monitor application performance and availability.

(23)4.9 out of 5
Optimized for quick response

Coralogix is a Log Analytics and Cloud Security platform that empowers thousands of leading companies with ML-powered insights to improve stability and accelerate their version delivery without paying for the noise that their systems generate. Reengineered Elasticsearch engine allows you to pay according to data priority instead of solely on volume by offering queries, alerts, custom metrics, and ML-powered insights without needing to index your logs. Take a leap in your monitoring coverage whi

(17)4.3 out of 5

Splunk Light was designed for small IT environments as a real-time log search and analysis solution to quickly put out—and even prevent—IT fires. Built on proven Splunk technology, Splunk Light provides an integrated solution for server and network monitoring that gathers all of your log data (e.g., IIS logs, syslogs, event logs, web logs and network logs) from different and distributed systems in real time, puts it in one place and provides dynamic alerts, reports and dashboards. With the pow

(15)4.4 out of 5

Fluentd is an open source data collector, which lets you unify the data collection and consumption for a better use and understanding of data.

(11)4.2 out of 5

Cloud log management service delivering application intelligence. No Software. No Downloads. No Sweat

(11)3.1 out of 5

Ridiculously easy log management is just the beginning

(8)4.6 out of 5

Azure Log Analytics is a visual and analytic tool for IT administrators to help them easily manage datacenter environments.

Network Auditing and Reporting Capabilities in a touch!! here are the 5 reasons why you should opt for ManageEngine EventLog Analyzer In-depth auditing capabilities Audits network perimeter devices' logs, user activities, server account changes, user accesses, and a lot more to meet security auditing needs. Augmented threat intelligence Bundled with a global IP threat database and STIX/TAXII feed processor to detect any malicious inbound or outbound traffic. Comprehensive log management Coll

(6)4.8 out of 5
Entry Level Price:FREE 45 Days

When it comes to solving log collection and management challenges, Snare helps you save time, save money and reduce your risk. Snare Central ingests logs from Snare Agents and syslog feeds and you select which logs go where. You can collect and send to any number of SIEM systems, even multiple SIEMs from different vendors, your MSSP and/or your SOC, all while using Snare Central’s affordable archival storage options. Want to send different sets of logs to different destinations? Do you need to m

(22)4.1 out of 5
Entry Level Price:$15 Per host, per month

SignalFx is the only real-time cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications, It provides powerful visualization, proactive alerting, and collaborative triage capabilities f

(7)4.6 out of 5
Entry Level Price:$99 100 Max Monitors Month

About Sematext Sematext is a company that builds innovative & unified solutions for infrastructure monitoring, application performance monitoring, log management and real user monitoring. Sematext makes it easy to monitor all the pieces of your infrastructure: from simple JVM apps, Node.js, Docker, or Kafka, search technologies like Elasticsearch and Solr, to Spark and Hadoop, and so on. Furthermore, Sematext also provides log management and analytics. It lets you store, index, and search

(4)4.0 out of 5

Humio changes the way enterprises relate and interact with their data by making it fast, easy, and cost-effective to log anything and answer anything at scale, in real-time. Humio enables DevOps, ITOps, and SecOps to understand the IT environment, prepare for the unknown, proactively prevent issues, recover quickly from incidents, and understand the root cause. A modern log management platform, Humio is purpose-built for large-scale logging and real-time analysis of all your data, metrics, and

(21)4.4 out of 5

Anodot’s Autonomous Analytics leverages the power of artificial intelligence and machine learning to constantly analyze & correlate every business metric, providing real-time alerts and forecasts, in their context. Value: Faster detection & resolution time Forecasts for optimizing business operations and maximizing ROI

What is Micro Focus Operations Bridge (OpsBridge)? Micro Focus Operations Bridge (OpsBridge) automatically monitors and analyzes the health and performance of Hybrid IT resources across any device, operating system, database, application, or service on all data types. With industry-leading AIOps capabilities, including event consolidation engines and noise reduction technology, it uniquely integrates end-to-end service awareness with rule and machine learning-based event correlation capabilitie

Oracle Log Analytics Cloud Service monitors, aggregates, indexes, and analyzes all log data from your applications and infrastructure – enabling users to search, explore, and correlate this data to troubleshoot problems faster, derive operational insight, and make better decisions. This service is built on Oracle Management Cloud's secure, unified big data platform.

(4)4.3 out of 5

vRealize Log lnsight delivers heterogeneous and highly scalable log management with intuitive, actionable dashboards, sophisticated analytics and broad third-party extensibility. It provides deep operational visibility and faster troubleshooting across physical, virtual and cloud environments.

(24)4.3 out of 5
Entry Level Price:$9/month 11 monitors

Site24x7 offers unified cloud monitoring for DevOps and IT operations within small to large organizations. The solution monitors the experience of real users accessing websites and applications from desktop and mobile devices. In-depth monitoring capabilities enable DevOps teams to monitor and troubleshoot applications, servers and network infrastructure, including private and public clouds. End-user experience monitoring is done from more than 100 locations across the world and various wireless

(1)5.0 out of 5

CHAOSSEARCH is a fully managed log analytics platform that leverages your AWS S3 as a data store. Our revolutionary technology radically lowers costs for analyzing log data at scale (>500GB ingest per day) and we pass those savings on to you! For companies who are tired of their ELK Stack falling over or paying over-the-top prices to companies like Sumo Logic, Logz.io & Loggly. Now turn your S3 storage into a secure, durable & cost-effective log analytics platform. Try CHAOSSEARCH tod

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Check out the G2 Grid® for the top Log Analysis Software products. G2 scores products and sellers based on reviews gathered from our user community, as well as data aggregated from online sources and social networks. Together, these scores are mapped on our proprietary G2 Grid®, which you can use to compare products, streamline the buying process, and quickly identify the best products based on the experiences of your peers.
Leaders
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Niche
Dynatrace
Splunk Enterprise
Datadog
Splunk Light
SolarWinds Loggly
Sumo Logic
LogicMonitor
Coralogix
Logz.io
Elastic Cloud
Scalyr
LogDNA
Instana
Google Cloud Logging
Graylog
Fluentd
InsightOps
New Relic Telemetry Data Platform
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Learn More About Log Analysis Software

What You Should Know About Log Analysis Software

Businesses rely on a vast array of tools, including applications, legacy systems, and mainframes. These tools produce log files (or logs) which are records of events that occur in an operating system or other software. These messages based on activity and data flow indicate how the resources within the network environment are performing or being used. Log analysis software helps to not only document and collect these logs, but also provides tools for analyzing them to better understand the cause and impact of events.

Key Benefits of Log Analysis Software

  • Gain real-time, bird’s eye view of incidents happening across distributed environments
  • Analyze trends in log data
  • Correlate frontend performance with business impact

Why Use Log Analysis Software?

As IT infrastructure becomes more complex and distributed, it is becoming increasingly important to ensure that it is properly understood in all of its facets. Log analysis software provides the tools that businesses need to understand the infrastructure, whether it is an application, operating system, or device. Log analysis helps users understand patterns and trends in activity within the infrastructure. Log analysis data may be used to troubleshoot performance issues with specific applications and identify potentially threatening anomalies. Regular log management, analysis, and archiving are also key tasks for demonstrating compliance with various security standards and regulations. Overall, users are enabled to make the most of the benefits of log data analysis by incorporating log analysis tools into their business practices.

Compliance — With log analysis tools, businesses continually track whether they are meeting benchmarks for regulations such as General Data Protection Regulation (GDPR) and the Health Insurance Portability and Accountability Act (HIPAA).

Better security — Log analysis provides instant awareness of any security red flags. A log analyzer tool helps block and filter incoming network traffic, keep IT admins alerted about failed authentication attempts, and ensure firewall configurations are operating most effectively.

Smarter business operations — Departments such as finance and accounting, HR, and legal rely on IT resources to carry out their business-critical tasks and responsibilities. Hence, log analysis tools provide the functionality necessary to spot critical system errors or trends and address them quickly and efficiently.

Who Uses Log Analysis Software?

In a data-driven organization, various departments adopt analytics tools for a wide range of purposes. While data analysts and data scientists are the most common users of big data analytics software, self-service tools allow for a wider range of end users and can be leveraged by sales, marketing, and operations teams. Additionally, while there are point solutions that provide analytics for very specific departmental purposes, such as marketing analytics software, sales analytics software, and HR analytics software, among others, big data analytics tools offer the same functionality on a much broader level and allow for cross-departmental insights. Application developers, system engineers, and teams that regularly monitor IT infrastructure benefit greatly from log analysis solutions.

Healthcare — Technological uptime and performance are imperative when the goal is improving the customer’s health. Log analysis solutions allow providers to monitor their IT in real time, which helps catch and prevent downtimes before they affect patients. Full topological and transactional visibility provided by log analysis software helps providers continue giving quality patient care despite technological hiccups.

Retail — If web purchases drive a majority of the business revenue, optimal website and web application performance is critical. Continual monitoring helps businesses to not only avoid overloads but also understand their standard traffic patterns. This is then utilized to predict the optimal allocation of resources for site growth.

Kinds of Log Analysis Software

Log analysis software, with logs at its core, is able to handle different varieties of logs, allowing businesses to get a bird's eye view of their IT system and beyond. As such, it is helpful to understand the different types of logs which these tools analyze.

Event logs — Event logs record events taking place in the execution of a system to provide an audit trail that is used to understand the activity of the system and to diagnose problems. They are essential to understand the activities of complex systems, particularly in the case of applications with little user interaction, such as server applications.

Transaction logs — Most database systems maintain some kind of transaction log, which are not mainly intended as an audit trail for later analysis, and are not intended to be human readable. These logs record changes to the stored data to allow the database to recover from crashes or other data errors and maintain the stored data in a consistent state.

Message logs — Instant messaging programs, peer-to-peer file applications with chat functions, and multiplayer games commonly have the ability to automatically log or save textual communication, both public and private chat messages between users.

Log Analysis Software Features

Log analysis tools are designed to streamline the process of collecting, archiving, and deriving actionable insights from data log files. They both centralize and standardize logs from across the network. The files come in different formats as many different elements of IT infrastructure generate event logs. Log viewer software streamlines the process by relegating all files to a shared format and terminology. This ensures cohesive and uniform analysis and archiving, and more accurate and comprehensive reports and statistics.

Monitoring — Monitoring is a large part of log analysis. These features help detect, predict, and prevent future anomalies. Companies use this data to better understand performance failures, remediate them, and learn how to prevent them in the future.

Visualization — Customizable dashboards help align teams by visualizing logs, metrics, and performance data for full-stack visibility and reliable delivery.

Alerting — Real-time analytics help users rapidly identify and resolve potential cyber attacks, detect and prevent breaches, and reduce compliance costs.

Data centralization — Log analytics tools integrate with applications and make it easy to aggregate data across the stack.

Search — Log analysis software help businesses query, filter, and analyze log data effectively and efficiently. For more advance tools, users are enabled to search in a natural, intuitive manner or sift through many logs with a few clicks.

Potential Issues with Log Analysis Software

Plan for adoption — At the start, analytics tools may not seem valuable to all employees; end users might struggle to adopt the solutions. Therefore, it’s important for companies to have a plan to encourage and promote user adoption.

Time to market — As with any software implementation, it is important to think about how long it will take to implement. Users should also consider related software that a company might need, such as data integration software.

Data security — Companies must consider security options to ensure the correct users see the correct data. It must also have security options that allow administrators to assign verified users different levels of access to the platform.

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